Colegio Universitario de Cartago

Carrera de Big Data

BD-132 Programacion I

Proyecto #2

Realizado por: Mariel Rodriguez , Johel Barquero, Pablo Marín y Wedell Orozco

Docente: Ericka Celina Valverde Navarro

Fecha presentación de investigación:

Librerias

library(readr)
library(dplyr)
library(DT)

Set de Datos

#Dataset original jugadores de fifa21
origi_data21 <- read_csv("players_21.csv", col_names = TRUE)
#Dataset original jugadores de fifa22
origi_data22<-read_csv("players_22.csv", col_names = TRUE)

Conocimiento de los datos

names(origi_data21)#Columnas del set de datos
#Visión general del set de datos
str(origi_data21)
glimpse(origi_data21)

Selección de columnas necesarias:

fdata_21<-origi_data21[,c("short_name","player_positions","overall","potential","value_eur","age", "club_name", "league_name", "nationality_name", "preferred_foot", "pace", "shooting", "passing", "dribbling", "defending", "physic")]

fdata_22<-origi_data22[,c("short_name","player_positions","overall","potential","value_eur","age", "club_name", "league_name", "nationality_name", "preferred_foot", "pace", "shooting", "passing", "dribbling", "defending", "physic")]

Data y dimenciones

fdata_21
dim(fdata_21)
## [1] 18944    16
fdata_22
dim(fdata_22)
## [1] 19239    16